Evidence map›Paper›PMID 35301427›Full record

ArticleMolecular psychiatry2022

Convergence of case-specific epigenetic alterations identify a confluence of genetic vulnerabilities tied to opioid overdose.

Olivia Corradin, Richard Sallari, An T Hoang, Bibi S Kassim, Gabriella Ben Hutta, Lizette Cuoto, Bryan C Quach, Katreya Lovrenert, Cameron Hays, Berkley E Gryder and 9 more

Open access · greenAbstract read
In one paragraph

Article in Molecular psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 2 pooled it
3.0field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 2 syntheses or guidelines pooled it, 17 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Epigenetic mechanisms of HIV and opioid-induced neuropathology: Potential therapies and interventions.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
  5. Article
  6. Genetic and Epigenetic Approaches to Opioid Use Disorder.Expert reviews in molecular medicine · 2025
    Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Epigenetic alterations identify a confluence of genetic vulnerabilities tied to opioid overdose.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2024
    Article
  13. Article
  14. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors at 6 institutions in 1 country.

Olivia CorradinWhitehead Institute Biomedical Research, Cambridge, USA.ORCID http://orcid.org/0000-0002-9484-0873
Richard SallariAxiotl Inc, Cleveland, OH, USA.
An T HoangWhitehead Institute Biomedical Research, Cambridge, USA.
Bibi S KassimDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
Gabriella Ben HuttaDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
Lizette CuotoDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
Bryan C QuachGenOmics, Bioinformatics, and Translational Research Center, Biostatistics and Epidemiology Division, RTI International, Research Triangle Park, NC, 27709, USA.ORCID http://orcid.org/0000-0002-1094-3104
Katreya LovrenertDepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, USA.
Cameron HaysCollege of Health and Human Services, Western Michigan University, Kalamazoo, USA.
Berkley E GryderDepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, USA.ORCID http://orcid.org/0000-0003-0130-2302
Marina IskhakovaDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.ORCID http://orcid.org/0000-0002-4427-1334
Hannah CatesDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
Yanwei SongWhitehead Institute Biomedical Research, Cambridge, USA.
Cynthia F BartelsDepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, USA.
Dana B HancockGenOmics, Bioinformatics, and Translational Research Center, Biostatistics and Epidemiology Division, RTI International, Research Triangle Park, NC, 27709, USA.ORCID http://orcid.org/0000-0003-2240-3604
Deborah C MashDr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, USA.
Eric O JohnsonGenOmics, Bioinformatics, and Translational Research Center, Biostatistics and Epidemiology Division, RTI International, Research Triangle Park, NC, 27709, USA.ORCID http://orcid.org/0000-0002-8870-1949
Schahram AkbarianDepartment of Psychiatry and Department of Neuroscience, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.ORCID http://orcid.org/0000-0001-7700-0891
Peter C ScacheriDepartment of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, USA. peter.scacheri@case.edu.ORCID http://orcid.org/0000-0002-7629-918X
Allen Institute for Brain Science · USCase Western Reserve University · USRTI International · USWhitehead Institute for Biomedical Research · USNova Southeastern University · USWestern Michigan University · US

Funding

(Epi)genetic Risk Architectures in Opioid Dependent BrainR01DA043980 · NIDA · CASE WESTERN RESERVE UNIVERSITY · PI AKBARIAN, SCHAHRAM, JOHNSON, ERIC OTTO · 2017 to 2021
$4.9M
The role of gene enhancer elements in colon cancerR01CA160356 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI TESAR, PAUL JOSEPH · 2012 to 2023
$3.6M
Role of enhancer elements in regulating prometastatic transcriptional programs in osteosarcomaR01CA193677 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI SCACHERI, PETER CHRISTOPHER · 2016 to 2020
$1.8M
Functional Genomics Training Program (FGTP)T32GM135081 · NIGMS · CASE WESTERN RESERVE UNIVERSITY · PI Thomas Louis LaFramboise, Helen C Miranda · 2020 to 2026
$1.3M
NCI NIH HHS R01 CA160356NCI NIH HHS R01 CA193677NIDA NIH HHS R01 DA043980NIGMS NIH HHS T32 GM135081
6 · The paper itself

Abstract

Opioid use disorder is a highly heterogeneous disease driven by a variety of genetic and environmental risk factors which have yet to be fully elucidated. Opioid overdose, the most severe outcome of opioid use disorder, remains the leading cause of accidental death in the United States. We interrogated the effects of opioid overdose on the brain using ChIP-seq to quantify patterns of H3K27 acetylation in dorsolateral prefrontal cortical neurons isolated from 51 opioid-overdose cases and 51 accidental death controls. Among opioid cases, we observed global hypoacetylation and identified 388 putative enhancers consistently depleted for H3K27ac. Machine learning on H3K27ac patterns predicted case-control status with high accuracy. We focused on case-specific regulatory alterations, revealing 81,399 hypoacetylation events, uncovering vast inter-patient heterogeneity. We developed a strategy to decode this heterogeneity based on convergence analysis, which leveraged promoter-capture Hi-C to identify five genes over-burdened by alterations in their regulatory network or "plexus": ASTN2, KCNMA1, DUSP4, GABBR2, ENOX1. These convergent loci are enriched for opioid use disorder risk genes and heritability for generalized anxiety, number of sexual partners, and years of education. Overall, our multi-pronged approach uncovers neurobiological aspects of opioid use disorder and captures genetic and environmental factors perpetuating the opioid epidemic.

Indexed as

Opiate OverdoseOpioid-Related DisordersAnalgesics, OpioidEpigenesis, GeneticHumansMachine LearningUnited StatesAnalgesics, Opioid

Identifiers

PMID35301427
PMCPMC9133127
OpenAlexW4220682395

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.